1 citations · 1 across the 4 of their papers we have counts for
4 papers
Leveraging LLMs to Streamline the Review of Public Funding Applications
Joao D. S. Marques, Andre V. Duarte, Andre Carvalho +3
Every year, the European Union and its member states allocate millions of euros to fund various development initiatives. However, the increasing number of applications received for…
Are ECGs enough? Deep learning classification of pulmonary embolism using electrocardiograms
Joao D. S. Marques, Arlindo L. Oliveira
Pulmonary embolism is a leading cause of out of hospital cardiac arrest that requires fast diagnosis. While computed tomography pulmonary angiography is the standard diagnostic too…
The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings
David Calhas, João Marques, Arlindo L. Oliveira
The biological brain has inspired multiple advances in machine learning. However, most state-of-the-art models in computer vision do not operate like the human brain, simply becaus…
LumberChunker: Long-Form Narrative Document Segmentation
André V. Duarte, João Marques, Miguel Graça +3
Modern NLP tasks increasingly rely on dense retrieval methods to access up-to-date and relevant contextual information. We are motivated by the premise that retrieval benefits from…